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1. WO2022256782 - DISCREET PARAMETER AUTOMATED PLANNING

Publication Number WO/2022/256782
Publication Date 08.12.2022
International Application No. PCT/US2022/072587
International Filing Date 26.05.2022
IPC
G16H 20/40 2018.1
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
20ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
40relating to mechanical, radiation or invasive therapies, e.g. surgery, laser therapy, dialysis or acupuncture
A61N 5/10 2006.1
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
5Radiation therapy
10X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
G06N 20/00 2019.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
G06N 3/02 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
CPC
A61N 2005/1055
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
5Radiation therapy
10X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
1048Monitoring, verifying, controlling systems and methods
1049for verifying the position of the patient with respect to the radiation beam
1055using magnetic resonance imaging [MRI]
A61N 5/103
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
5Radiation therapy
10X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
103Treatment planning systems
A61N 5/1075
AHUMAN NECESSITIES
61MEDICAL OR VETERINARY SCIENCE; HYGIENE
NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
5Radiation therapy
10X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
1048Monitoring, verifying, controlling systems and methods
1075for testing, calibrating, or quality assurance of the radiation treatment apparatus
G06N 3/045
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G16H 10/60
GPHYSICS
16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
10ICT specially adapted for the handling or processing of patient-related medical or healthcare data
60for patient-specific data, e.g. for electronic patient records
Applicants
  • ELEKTA, INC. [US]/[US]
Inventors
  • STARBUCK, William Alvin
  • LOPES, Rui
Agents
  • ARORA, Suneel
  • BEEKMAN, Marvin L.
  • BIANCHI, Timothy E.
  • BLACK, David W.
  • LANG, Allen R.
  • PERDOK, Monique M.
  • SCHEER, Bradley W.
Priority Data
63/202,23502.06.2021US
Publication Language English (en)
Filing Language English (EN)
Designated States
Title
(EN) DISCREET PARAMETER AUTOMATED PLANNING
(FR) PLANIFICATION AUTOMATISÉE DE PARAMÈTRES DISCRETS
Abstract
(EN) Systems and methods are disclosed for performing operations comprising: receiving multi-parametric input data representing data associated with a patient; receiving an indication of a disease associated with the patient; processing the multi-parametric input data to generate one or more metrics corresponding to a plurality of different modalities for treating the disease associated with the patient; selecting, based on the one or more metrics, a given modality from the plurality of different modalities to treat the disease associated with the patient; and configuring parameters of the given modality based on a portion of the multi-parametric input data.
(FR) Sont divulgués des systèmes et des procédés pour effectuer des opérations consistant : à recevoir des données d'entrée multi-paramétriques représentant des données associées à un patient ; à recevoir une indication d'une maladie associée au patient ; à traiter les données d'entrée multi-paramétriques pour générer une ou plusieurs mesures correspondant à une pluralité de modalités différentes pour traiter la maladie associée au patient ; à sélectionner, sur la base de la ou des mesures, une modalité donnée parmi la pluralité de modalités différentes pour traiter la maladie associée au patient ; et à configurer des paramètres de la modalité donnée sur la base d'une partie des données d'entrée multi-paramétriques.
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